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Tiantian Feng

tiantiaf

Postdoc@USC SAIL Lab | Health | Audio | Speech | Multi-modal | Affective Computing | Time-series |

Models in Library2
Datasets in Library0
Models on Hugging Face64
Followers16

Models

This model includes the implementation of dimensional emotion classification described in Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits (https://arxiv.org/pdf/2505.14648) The training pipeline used is also the top-performing solution (SAILER) in INTERSPEECH 2025—Speech Emotion Challenge (https://lab-msp.com/MSP-PodcastCompetition/IS2025/). Note that we did not use the transcript compared to our official challenge submission system, and we created a speech-only system to make the model simple but still effective. We use the MSP-Podcast data to train this model, noting that the model might be sensitive to content information when making…

Open weights openrail 1.5B parameters

Model · Audio classification

whisper-large-v3-msp-podcast-emotion

Tiantian Feng

This model includes the implementation of categorical emotion classification described in Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits (https://arxiv.org/pdf/2505.14648) The training pipeline used is also the top-performing solution (SAILER) in INTERSPEECH 2025—Speech Emotion Challenge (https://lab-msp.com/MSP-PodcastCompetition/IS2025/). Note that we did not use all the augmentation and did not use the transcript compared to our official challenge submission system, but we created a speech-only system to make the model simple but still effective. We use the MSP-Podcast data to train this model, noting that the model might be…

Open weights openrail 1.5B parameters transformers